Constructing Taxonomies from Pretrained Language Models NAACL

Catherine Chen | Kevin Lin | Dan Klein |

FUDGE: Controlled Text Generation With Future Discriminators NAACL

Kevin Yang | Dan Klein |

Interactive Assignments for Teaching Structured Neural NLP NAACL TeachingNLP

David Gaddy | Daniel Fried | Nikita Kitaev | Mitchell Stern | Rodolfo Corona | John DeNero | Dan Klein |

Detoxifying Language Models Risks Marginalizing Minority Voices NAACL

Albert Xu | Eshaan Pathak | Eric Wallace | Suchin Gururangan | Maarten Sap | Dan Klein |

Modular Networks for Compositional Instruction Following NAACL

Rodolfo Corona | Daniel Fried | Coline Devin | Dan Klein | Trevor Darrell |

Reference-Centric Models for Grounded Collaborative Dialogue EMNLP

Daniel Fried | Justin Chiu | Dan Klein |

An Improved Model for Voicing Silent Speech ACL IJCNLP

David Gaddy | Dan Klein |

Value-Agnostic Conversational Semantic Parsing ACL IJCNLP

Emmanouil Antonios Platanios | Adam Pauls | Subhro Roy | Yuchen Zhang | Alexander Kyte | Alan Guo | Sam Thomson | Jayant Krishnamurthy | Jason Wolfe | Jacob Andreas | Dan Klein |

Constrained Language Models Yield Few-Shot Semantic Parsers EMNLP

Richard Shin | Christopher Lin | Sam Thomson | Charles Chen | Subhro Roy | Emmanouil Antonios Platanios | Adam Pauls | Dan Klein | Jason Eisner | Benjamin Van Durme |

Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections EMNLP Findings

Ruiqi Zhong | Kristy Lee | Zheng Zhang | Dan Klein |

Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance Level Findings

Ruiqi Zhong | Dhruba Ghosh | Dan Klein | Jacob Steinhardt |

Tetra-Tagging: Word-Synchronous Parsing with Linear-Time Inference ACL

Nikita Kitaev | Dan Klein |

Semantic Scaffolds for Pseudocode-to-Code Generation ACL

Ruiqi Zhong | Mitchell Stern | Dan Klein |

A Streaming Approach For Efficient Batched Beam Search EMNLP

Kevin Yang | Violet Yao | John DeNero | Dan Klein |

Digital Voicing of Silent Speech EMNLP

David Gaddy | Dan Klein |

Semantic Evaluation for Text-to-SQL with Distilled Test Suites EMNLP

Ruiqi Zhong | Tao Yu | Dan Klein |

Unsupervised Parsing via Constituency Tests EMNLP

Steven Cao | Nikita Kitaev | Dan Klein |

Task-Oriented Dialogue as Dataflow Synthesis TACL

Jacob Andreas | John Bufe | David Burkett | Charles Chen | Josh Clausman | Jean Crawford | Kate Crim | Jordan DeLoach | Leah Dorner | Jason Eisner | Hao Fang | Alan Guo | David Hall | Kristin Hayes | Kellie Hill | Diana Ho | Wendy Iwaszuk | Smriti Jha | Dan Klein | Jayant Krishnamurthy | Theo Lanman | Percy Liang | Christopher H. Lin | Ilya Lintsbakh | Andy McGovern | Aleksandr Nisnevich | Adam Pauls | Dmitrij Petters | Brent Read | Dan Roth | Subhro Roy | Jesse Rusak | Beth Short | Div Slomin | Ben Snyder | Stephon Striplin | Yu Su | Zachary Tellman | Sam Thomson | Andrei Vorobev | Izabela Witoszko | Jason Wolfe | Abby Wray | Yuchen Zhang | Alexander Zotov |

A Deep Factorization of Style and Structure in Fonts EMNLP

Akshay Srivatsan | Jonathan Barron | Dan Klein | Taylor Berg-Kirkpatrick |

Pragmatically Informative Text Generation NAACL

Sheng Shen | Daniel Fried | Jacob Andreas | Dan Klein |

Cross-Domain Generalization of Neural Constituency Parsers ACL

Daniel Fried | Nikita Kitaev | Dan Klein |

Pre-Learning Environment Representations for Data-Efficient Neural Instruction Following ACL

David Gaddy | Dan Klein |

Multilingual Constituency Parsing with Self-Attention and Pre-Training ACL

Nikita Kitaev | Steven Cao | Dan Klein |

Are You Looking? Grounding to Multiple Modalities in Vision-and-Language Navigation ACL

Ronghang Hu | Daniel Fried | Anna Rohrbach | Dan Klein | Trevor Darrell | Kate Saenko |

What’s Going On in Neural Constituency Parsers? An Analysis NAACL

David Gaddy | Mitchell Stern | Dan Klein |

Unified Pragmatic Models for Generating and Following Instructions NAACL

Daniel Fried | Jacob Andreas | Dan Klein |

Learning with Latent Language NAACL

Jacob Andreas | Dan Klein | Sergey Levine |

Constituency Parsing with a Self-Attentive Encoder ACL

Nikita Kitaev | Dan Klein |

Policy Gradient as a Proxy for Dynamic Oracles in Constituency Parsing ACL

Daniel Fried | Dan Klein |

Where is Misty? Interpreting Spatial Descriptors by Modeling Regions in Space EMNLP

Nikita Kitaev | Dan Klein |

Effective Inference for Generative Neural Parsing EMNLP

Mitchell Stern | Daniel Fried | Dan Klein |

Analogs of Linguistic Structure in Deep Representations EMNLP

Jacob Andreas | Dan Klein |

Translating Neuralese ACL

Jacob Andreas | Anca Dragan | Dan Klein |

A Minimal Span-Based Neural Constituency Parser ACL

Mitchell Stern | Jacob Andreas | Dan Klein |

Abstract Syntax Networks for Code Generation and Semantic Parsing ACL

Maxim Rabinovich | Mitchell Stern | Dan Klein |

Improving Neural Parsing by Disentangling Model Combination and Reranking Effects ACL

Daniel Fried | Mitchell Stern | Dan Klein |

Fine-Grained Entity Typing with High-Multiplicity Assignments ACL

Maxim Rabinovich | Dan Klein |

Parsing with Traces: An O(n4) Algorithm and a Structural Representation TACL

Jonathan K. Kummerfeld | Dan Klein |

Reasoning about Pragmatics with Neural Listeners and Speakers EMNLP

Jacob Andreas | Dan Klein |

Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks NAACL

Matthew Francis-Landau | Greg Durrett | Dan Klein |

Learning to Compose Neural Networks for Question Answering NAACL

Jacob Andreas | Marcus Rohrbach | Trevor Darrell | Dan Klein |

Learning-Based Single-Document Summarization with Compression and Anaphoricity Constraints ACL

Greg Durrett | Taylor Berg-Kirkpatrick | Dan Klein |

An Empirical Analysis of Optimization for Max-Margin NLP EMNLP

Jonathan K. Kummerfeld | Taylor Berg-Kirkpatrick | Dan Klein |

Alignment-Based Compositional Semantics for Instruction Following EMNLP

Jacob Andreas | Dan Klein |

When and why are log-linear models self-normalizing? NAACL

Jacob Andreas | Dan Klein |

Disfluency Detection with a Semi-Markov Model and Prosodic Features NAACL

James Ferguson | Greg Durrett | Dan Klein |

Unsupervised Code-Switching for Multilingual Historical Document Transcription NAACL

Dan Garrette | Hannah Alpert-Abrams | Taylor Berg-Kirkpatrick | Dan Klein |

GPU-Friendly Local Regression for Voice Conversion NAACL

Taylor Berg-Kirkpatrick | Dan Klein |

Neural CRF Parsing ACL IJCNLP

Greg Durrett | Dan Klein |

Sparser, Better, Faster GPU Parsing ACL

David Hall | Taylor Berg-Kirkpatrick | Dan Klein |

Less Grammar, More Features ACL

David Hall | Greg Durrett | Dan Klein |

Structured Learning for Taxonomy Induction with Belief Propagation ACL

Mohit Bansal | David Burkett | Gerard de Melo | Dan Klein |

Improved Typesetting Models for Historical OCR ACL

Taylor Berg-Kirkpatrick | Dan Klein |

How much do word embeddings encode about syntax? ACL

Jacob Andreas | Dan Klein |

A Joint Model for Entity Analysis: Coreference, Typing, and Linking TACL

Greg Durrett | Dan Klein |

Grounding Language with Points and Paths in Continuous Spaces CoNLL WS

Jacob Andreas | Dan Klein |

Error-Driven Analysis of Challenges in Coreference Resolution EMNLP

Jonathan K. Kummerfeld | Dan Klein |

Decipherment with a Million Random Restarts EMNLP

Taylor Berg-Kirkpatrick | Dan Klein |

A Multi-Teraflop Constituency Parser using GPUs EMNLP

John Canny | David Hall | Dan Klein |

Easy Victories and Uphill Battles in Coreference Resolution EMNLP

Greg Durrett | Dan Klein |

Learning Dependency-Based Compositional Semantics CL

Percy Liang | Michael I. Jordan | Dan Klein |

Decentralized Entity-Level Modeling for Coreference Resolution ACL

Greg Durrett | David Hall | Dan Klein |

Unsupervised Transcription of Historical Documents ACL

Taylor Berg-Kirkpatrick | Greg Durrett | Dan Klein |

An Empirical Examination of Challenges in Chinese Parsing ACL

Jonathan K. Kummerfeld | Daniel Tse | James R. Curran | Dan Klein |

Variational Inference for Structured NLP Models ACL

David Burkett | Dan Klein |

Syntactic Transfer Using a Bilingual Lexicon CoNLL EMNLP

Greg Durrett | Adam Pauls | Dan Klein |

Transforming Trees to Improve Syntactic Convergence CoNLL EMNLP

David Burkett | Dan Klein |

An Empirical Investigation of Statistical Significance in NLP CoNLL EMNLP

Taylor Berg-Kirkpatrick | David Burkett | Dan Klein |

Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output CoNLL EMNLP

Jonathan K. Kummerfeld | David Hall | James R. Curran | Dan Klein |

Training Factored PCFGs with Expectation Propagation CoNLL EMNLP

David Hall | Dan Klein |

Fast Inference in Phrase Extraction Models with Belief Propagation NAACL

David Burkett | Dan Klein |

Variational Inference for Structured NLP Models NAACL

David Burkett | Dan Klein |

Coreference Semantics from Web Features ACL

Mohit Bansal | Dan Klein |

Large-Scale Syntactic Language Modeling with Treelets ACL

Adam Pauls | Dan Klein |

Robust Conversion of CCG Derivations to Phrase Structure Trees ACL

Jonathan K. Kummerfeld | Dan Klein | James R. Curran |

Simple Effective Decipherment via Combinatorial Optimization EMNLP

Taylor Berg-Kirkpatrick | Dan Klein |

Large-Scale Cognate Recovery EMNLP

David Hall | Dan Klein |

Faster and Smaller N-Gram Language Models ACL

Adam Pauls | Dan Klein |

Jointly Learning to Extract and Compress ACL

Taylor Berg-Kirkpatrick | Dan Gillick | Dan Klein |

Learning Dependency-Based Compositional Semantics ACL

Percy Liang | Michael Jordan | Dan Klein |

Web-Scale Features for Full-Scale Parsing ACL

Mohit Bansal | Dan Klein |

An Empirical Investigation of Discounting in Cross-Domain Language Models ACL

Greg Durrett | Dan Klein |

The Surprising Variance in Shortest-Derivation Parsing ACL

Mohit Bansal | Dan Klein |

Mention Detection: Heuristics for the OntoNotes annotations CoNLL WS

Jonathan K. Kummerfeld | Mohit Bansal | David Burkett | Dan Klein |

A Game-Theoretic Approach to Generating Spatial Descriptions EMNLP

Dave Golland | Percy Liang | Dan Klein |

A Simple Domain-Independent Probabilistic Approach to Generation EMNLP

Gabor Angeli | Percy Liang | Dan Klein |

Unsupervised Syntactic Alignment with Inversion Transduction Grammars NAACL

Adam Pauls | Dan Klein | David Chiang | Kevin Knight |

Joint Parsing and Alignment with Weakly Synchronized Grammars NAACL

David Burkett | John Blitzer | Dan Klein |

Coreference Resolution in a Modular, Entity-Centered Model NAACL

Aria Haghighi | Dan Klein |

Type-Based MCMC NAACL

Percy Liang | Michael I. Jordan | Dan Klein |

Painless Unsupervised Learning with Features NAACL

Taylor Berg-Kirkpatrick | Alexandre Bouchard-Côté | John DeNero | Dan Klein |

Finding Cognate Groups Using Phylogenies ACL

David Hall | Dan Klein |

Simple, Accurate Parsing with an All-Fragments Grammar ACL

Mohit Bansal | Dan Klein |

Phylogenetic Grammar Induction ACL

Taylor Berg-Kirkpatrick | Dan Klein |

Discriminative Modeling of Extraction Sets for Machine Translation ACL

John DeNero | Dan Klein |

Top-Down K-Best A* Parsing ACL

Adam Pauls | Dan Klein | Chris Quirk |

An Entity-Level Approach to Information Extraction ACL

Aria Haghighi | Dan Klein |

Hierarchical A* Parsing with Bridge Outside Scores ACL

Adam Pauls | Dan Klein |

Learning Better Monolingual Models with Unannotated Bilingual Text CoNLL WS

David Burkett | Slav Petrov | John Blitzer | Dan Klein |

Simple Coreference Resolution with Rich Syntactic and Semantic Features EMNLP

Aria Haghighi | Dan Klein |

Consensus Training for Consensus Decoding in Machine Translation EMNLP

Adam Pauls | John DeNero | Dan Klein |

Improved Reconstruction of Protolanguage Word Forms NAACL

Alexandre Bouchard-Côté | Thomas L. Griffiths | Dan Klein |

Efficient Parsing for Transducer Grammars NAACL

John DeNero | Mohit Bansal | Adam Pauls | Dan Klein |

Hierarchical Search for Parsing NAACL

Adam Pauls | Dan Klein |

Online EM for Unsupervised Models NAACL

Percy Liang | Dan Klein |

Learning Semantic Correspondences with Less Supervision ACL IJCNLP

Percy Liang | Michael Jordan | Dan Klein |

Better Word Alignments with Supervised ITG Models ACL IJCNLP

Aria Haghighi | John Blitzer | John DeNero | Dan Klein |

K-Best A* Parsing ACL IJCNLP

Adam Pauls | Dan Klein |

Asynchronous Binarization for Synchronous Grammars ACL IJCNLP

John DeNero | Adam Pauls | Dan Klein |

Coarse-to-Fine Syntactic Machine Translation using Language Projections EMNLP

Slav Petrov | Aria Haghighi | Dan Klein |

Sampling Alignment Structure under a Bayesian Translation Model EMNLP

John DeNero | Alexandre Bouchard-Côté | Dan Klein |

Sparse Multi-Scale Grammars for Discriminative Latent Variable Parsing EMNLP

Slav Petrov | Dan Klein |

Two Languages are Better than One (for Syntactic Parsing) EMNLP

David Burkett | Dan Klein |

Learning Bilingual Lexicons from Monolingual Corpora ACL

Aria Haghighi | Percy Liang | Taylor Berg-Kirkpatrick | Dan Klein |

Analyzing the Errors of Unsupervised Learning ACL

Percy Liang | Dan Klein |

The Complexity of Phrase Alignment Problems ACL

John DeNero | Dan Klein |

Parsing German with Latent Variable Grammars WS

Slav Petrov | Dan Klein |

The Infinite PCFG Using Hierarchical Dirichlet Processes CoNLL EMNLP

Percy Liang | Slav Petrov | Michael Jordan | Dan Klein |

A Probabilistic Approach to Diachronic Phonology CoNLL EMNLP

Alexandre Bouchard | Percy Liang | Thomas Griffiths | Dan Klein |

Learning Structured Models for Phone Recognition CoNLL EMNLP

Slav Petrov | Adam Pauls | Dan Klein |

Improved Inference for Unlexicalized Parsing NAACL

Slav Petrov | Dan Klein |

Approximate Factoring for A* Search NAACL

Aria Haghighi | John DeNero | Dan Klein |

Introduction to Classification: Likelihoods, Margins, Features, and Kernels NAACL

Dan Klein |

Tailoring Word Alignments to Syntactic Machine Translation ACL

John DeNero | Dan Klein |

Unsupervised Coreference Resolution in a Nonparametric Bayesian Model ACL

Aria Haghighi | Dan Klein |

Alignment by Agreement HLT NAACL

Percy Liang | Ben Taskar | Dan Klein |

Word Alignment via Quadratic Assignment HLT NAACL

Simon Lacoste-Julien | Ben Taskar | Dan Klein | Michael I. Jordan |

Prototype-Driven Learning for Sequence Models HLT NAACL

Aria Haghighi | Dan Klein |

Learning Accurate, Compact, and Interpretable Tree Annotation ACL COLING

Slav Petrov | Leon Barrett | Romain Thibaux | Dan Klein |

An End-to-End Discriminative Approach to Machine Translation ACL COLING

Percy Liang | Alexandre Bouchard-Côté | Dan Klein | Ben Taskar |

Prototype-Driven Grammar Induction ACL COLING

Aria Haghighi | Dan Klein |

Proceedings of the Tenth Conference on Computational Natural Language Learning (CoNLL-X) CoNLL WS

Lluís Màrquez | Dan Klein |

Non-Local Modeling with a Mixture of PCFGs CoNLL WS

Slav Petrov | Leon Barrett | Dan Klein |

Why Generative Phrase Models Underperform Surface Heuristics WMT WS

John DeNero | Dan Gillick | James Zhang | Dan Klein |

A Discriminative Matching Approach to Word Alignment EMNLP HLT

Ben Taskar | Simon Lacoste-Julien | Dan Klein |

Unsupervised Learning of Field Segmentation Models for Information Extraction ACL

Trond Grenager | Dan Klein | Christopher Manning |

A Core-Tools Statistical NLP Course WS

Dan Klein |

Corpus-Based Induction of Syntactic Structure: Models of Dependency and Constituency ACL

Dan Klein | Christopher Manning |

Max-Margin Parsing EMNLP WS

Ben Taskar | Dan Klein | Mike Collins | Daphne Koller | Christopher Manning |

A* Parsing: Fast Exact Viterbi Parse Selection HLT NAACL

Dan Klein | Christopher D. Manning |

Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network HLT NAACL

Kristina Toutanova | Dan Klein | Christopher D. Manning | Yoram Singer |

Optimization, Maxent Models, and Conditional Estimation without Magic HLT NAACL

Christopher Manning | Dan Klein |

Accurate Unlexicalized Parsing ACL

Dan Klein | Christopher D. Manning |

Named Entity Recognition with Character-Level Models CoNLL WS

Dan Klein | Joseph Smarr | Huy Nguyen | Christopher D. Manning |

A Generative Constituent-Context Model for Improved Grammar Induction ACL

Dan Klein | Christopher D. Manning |

Combining Heterogeneous Classifiers for Word Sense Disambiguation WS

Dan Klein | Kristina Toutanova | H. Tolga Ilhan | Sepandar D. Kamvar | Christopher D. Manning |

Conditional Structure versus Conditional Estimation in NLP Models EMNLP WS

Dan Klein | Christopher D. Manning |

Parsing with Treebank Grammars: Empirical Bounds, Theoretical Models, and the Structure of the Penn Treebank ACL

Dan Klein | Christopher D. Manning |

Combining Heterogeneous Classifiers for Word-Sense Disambiguation *SEMEVAL

H. Tolga Ilhan | Sepandar D. Kamvar | Dan Klein | Christopher D. Manning | Kristina Toutanova |

Distributional phrase structure induction CoNLL WS

Dan Klein | Christopher D. Manning |

Parsing and Hypergraphs WS

Dan Klein | Christopher D. Manning |